Article
SNP Data Science for Classification of Bipolar Disorder I and Bipolar Disorder II.
IEEE/ACM transactions on computational biology and bioinformatics - 1 Jan 2000
Lee Chia-Yen, Zeng Jun-Hua, Lee Sheng-Yu, Lu Ru-Band, Kuo Po-Hsiu
Abstract excerpt
Bipolar disorder I (BD-I) and bipolar disorder II (BD-II) have specific characteristics and clear diagnostic criteria, but quite different treatment guidelines. In clinical practice, BD-II is commonly mistaken as a mild form of BD-I. This study uses data science technique to identify the important Single Nucleotide Polymorphisms (SNPs) significantly affecting the classifications of BD-I and BD-II, and develops a...
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